Introduction

Ecological communities are the result of species’ geographic distribution, dispersal capabilities, speciation, environmental filtering, and stochastic events. By definition stochasticic events are random colonization and extinction events that ultimately cause ecological drift. Deterministic processes are non-random environmental processes like environmental filtering, biotic interactions, and niche partitioning. Wetlands isolated in uplands may act as islands, so predictions about stochasticity made by the Theory of Island Biogeography may apply. The following predictions will be tested throughout the Eastern Highland Rim ecoregion:

  1. Wetland size will positively correlate with species richness.

  2. The distance between wetlands will negatively correlate with the similarity of their plant communities.

  3. Differences in plant communities will not significantly differ from a randomly-generated null model.


Methods

Data Collection

Plots were sampled at 27 independent sites throughout a subset of the Eastern Highland Rim ecoregion (delineated in yellow below). Note that some sites were in close proximity, sometimes as close together as 200m apart.

Data was collected for plots using 1 m^2 quadrats, of which there were 1031 total. With a few exceptions, all vascular plant species within each quadrat were identified to the species level. Variables were measured at each site; these include water permanence, early season water depth, late season water depth, water depth change, site area, and land use (grazing).



Data Configuration

Nearly all statistical packages require the data to be in a presence-absence form, typically as matrix with Site as a column so subsamples can be organized accordingly. Rows are named using quadrat codes (plot, transect, quadrat).

Table 1. Sample of data in presence-absence format.
Site CXJOOR JUNDEB JUNREP PROPEC SCICYP CXLOUI
1.1.1 1 1 1 1 1 1 0
1.1.2 1 0 1 0 1 1 1
1.1.3 1 0 0 0 1 1 1
1.1.4 1 1 0 0 1 1 1
1.1.5 1 0 0 0 0 0 1

R Libraries Used

Analyses
-iNEXT, vegan, mclust, MuMIn, lme4

Display/Data Wrangling
-ggplot2, dplyr, tidyr, reshape, knitr, kableExtra, ggfortify, ggpubr, colordistance, otuSummary, stringi, stringr, ggextra, gridextra

Mapping
-geosphere, rgdal, ggmap

Awesomeness
-beepr, wesanderson


Richness

Sites had widely varying observed total richness.

Extrapolation of Richness

The use of extrapolated species accumulation curves can tell us how many species are likely to be at the site based on how many were found in accumulating subsamples.

These curves illustrate not only where the flattening point (expected richness) occurs, but also how quickly. Examining a curve can allow someone to estimate how many more samples would be needed to reach that point, however if doing so samples a larger area then the curve may never flatten.

Sampling Effort

Sampling effort (# quadrats/area sampled) did not affect percent estimated sampling completion.

There is no relationship between sampling effort and completion percentage (F= 0.335, p=0.568).

Model Selection

A negative binomial generalized linear models was used because the response variable (richness) is count data and cannot be negative. Models were made to determine which combinations of variables best explained differences in site richness.

Comparison of models.
Model K df logLik AICc delta
model8 Perm * StrtDpth * DpthChng na.fail 8 -124.21 272.43 0.000
model7 Perm * StrtDpth * DpthChng + Grzng 9 -123.08 274.75 2.323
model6 Perm * StrtDpth * DpthChng + Area 9 -123.24 275.07 2.642
model1 Perm * StrtDpth * DpthChng + Grzng + Area 10 -121.96 277.66 5.235
model9 Perm * StrtDpth + StrtDpth * DpthChnge + DpthChng * Perm 7 -135.93 291.75 19.319
model4 StrtDpth * DpthChng + Grzng + Area 6 -139.04 294.28 21.852
model2 Perm * DpthChng + Grzng + Area 6 -159.06 334.31 61.882
model3 Perm * StrtDpth + Grzng + Area 6 -159.87 335.95 63.519
model5 Perm + StrtDpth + DpthChng + Grzng + Area 6 -166.93 350.05 77.625


The fully crossed model of permanence, early season water depth, and depth change had the most explanatory power, but it contains many interaction terms and should be trimmed down if possible.


Model 8 was dredged, but the markdown failed to knit when this was included. A screenshot of the resulting table was included instead. Variables are abbreviated as follows:

dc= depth change p= water permanence sd= early season water depth



The fully crossed model of permanence, early season water depth, and depth change still had the most explanatory power. This includes a three way interaction, which will make interpretation difficult but it is biologically relevant so it should be included.


Beta Diversity


Beta diversity is a measure of compositional similarity ranging from 0 (sites have the same composition) to 1 (no species overlap between sites). There are multiple ways to measure beta diversity; I used Sorensen’s Dissimilarity Index because I had binary presence-absence data. Beta diversity is calculated as pairwise comparisons, meaning that the output is in matrix-form. This makes it difficult to interpret as-is. Wes Anderson’s sweet colors can help, however.

Geographic Distance

One popular prediction of the Theory of Island Biogeography (and others) is that it is easier for individuals to disperse shorter distances and this results in close sites being more similar than ones far apart. We will test this using a Mantel test, which will test the correlation between the beta diversity matrix above and a geographic distance matrix. I had the test use Spearman’s rank correlation, which is the nonparametric version of the test because the data aren’t normal. This test found that geographic distance and species similarity are not correlated (rm= 0.753,p= 0.139).

Site Variables

A PerMANOVA (Permutational Multivariate Analysis Of Variance) is a nonparametric test that can be used to detect whether the measured variables significantly influence beta diversity. The syntax of this is similar to a GLM, though instead of a response variable you use a response matrix.

Effect of variables on beta diversity. B=9999. The sum r^2 of the variables accounted for by the model is 0.459.
Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
Permanence 1 0.535 0.535 1.879 0.060 0.021
StartDepth 1 0.371 0.371 1.302 0.041 0.147
DepthChange 1 0.763 0.763 2.681 0.085 0.001
Grazing 1 0.671 0.671 2.357 0.075 0.003
Area 1 0.424 0.424 1.489 0.047 0.070
Permanence:StartDepth 1 0.281 0.281 0.986 0.031 0.458
Permanence:DepthChange 1 0.310 0.310 1.089 0.035 0.334
StartDepth:DepthChange 1 0.427 0.427 1.500 0.048 0.067
Permanence:StartDepth:DepthChange 1 0.333 0.333 1.170 0.037 0.243
Residuals 17 4.841 0.285 NA 0.541 NA
Total 26 8.956 NA NA 1.000 NA


It is difficult to visualize the trends from the PerMANOVA results alone, so they were each plotted by variable. An OLS regression line was added to continuous variables to get a feel for the general trend, but remember: these are not linear relationships!

The coloration of the points corresponds to their corresponding Raup-Crick value. This value is the permutated probability that the beta diversity was the result of deterministic (non-random) processes.


Takeaways

  1. Area was a poor predictor of richness after accounting for other variables. Hydrological variables were much better predictors of richness.

  2. Distance between sites did not significantly correlate with community similarity between sites.

  3. Community similarity was significantly affected by water permanence, water depth change, and grazing.

  4. Stochasticity is dependent on site conditions. Sites that are small, shallow, grazed, and/or experience large seasonal changes in water depth express a larger stochastic signal.

---
title: "Deterministic processes drive wetland plant community composition and diversity"
author: "C. M. Ciafre"
output:
  html_document:
    df_print: paged
  html_notebook:
    df_print: paged
    highlight: zenburn
    number_sections: no
    rows.print: 10
    theme: journal
    toc: yes
    toc_float:
      collapsed: no
---

```{r setup2, NOTICE USE of PACMAN, include=FALSE}
#install pacman first to automatically install and load any needed packages
pacman::p_load(ggplot2, dplyr, tidyr, reshape, iNEXT, knitr, kableExtra, ggfortify, ggpubr, vegan, geosphere, mclust, rgdal, leaflet, ggmap, colordistance, MuMIn, lme4, beepr, wesanderson, otuSummary,stringi, stringr, ggextra, gridExtra)

#Not sure why I keep this in
knitr::opts_chunk$set(echo = TRUE)

#Load data
sppxsites<-read.csv("data/VEGDATADONECORR.csv", header=TRUE)
sitenames<-read.csv("data/SiteNames.csv", header=TRUE)
sitesizes<-read.csv("data/SiteXsize2.csv", header=TRUE)
quaddatas<-read.csv("data/quadmetrics.csv", header=TRUE)
colnames(quaddatas)[colnames(quaddatas)=="Depth..m."] <- "Depth"
colnames(quaddatas)[colnames(quaddatas)=="X..Canopy"] <- "Canopy"
colnames(quaddatas)[colnames(quaddatas)=="Pond"] <- "Site"
site_points <- select(sitesizes, c("Site", "Latitude", "Longitude"))
#Note: there is no Site 15; it was ditched halfway through sampling because it was not independent from Site 14.

```

```{r Loop magic, cache=TRUE, include=FALSE}
sites_sub<-unique(sppxsites$ID)
spp_sub<-unique(sppxsites$Species)

#Make a matrix with loop function
spp_commat <- matrix(0, length(sites_sub), length(spp_sub))
for (i in 1:nrow(spp_commat)){temp_sites <- sppxsites[which(sppxsites$ID == sites_sub[i]),]
  spp_commat[i, which(spp_sub%in%temp_sites$Species)]<- 1
  print(i)}

#Name rows and Columns
rownames(spp_commat) <- as.character(sites_sub)
colnames(spp_commat) <- as.character(spp_sub)

#Change matrix into dataframe and make empty quadrats empty
spp_commat.df<- subset(as.data.frame(spp_commat), select=-c(EMPTY))

#Add site column back in and change its name
AllPonds <- cbind(sitenames$Pond,spp_commat.df)
names(AllPonds)[names(AllPonds)=="sitenames$Pond"] <- "Site"

beep(sound = 1, expr = NULL)
```

```{r Split sites, include=FALSE}
#Break up AllPonds into dataframes by site
#The first column has to be removed for each
#Transpose the dataframes so species are columns

S01<-t(select(filter(AllPonds, Site == 1), -1))
S02<-t(select(filter(AllPonds, Site == 2), -1))
S03<-t(select(filter(AllPonds, Site == 3), -1))
S04<-t(select(filter(AllPonds, Site == 4), -1))
S05<-t(select(filter(AllPonds, Site == 5), -1))
S06<-t(select(filter(AllPonds, Site == 6), -1))
S07<-t(select(filter(AllPonds, Site == 7), -1))
S08<-t(select(filter(AllPonds, Site == 8), -1))
S09<-t(select(filter(AllPonds, Site == 9), -1))
S10<-t(select(filter(AllPonds, Site == 10), -1))
S11<-t(select(filter(AllPonds, Site == 11), -1))
S12<-t(select(filter(AllPonds, Site == 12), -1))
S13<-t(select(filter(AllPonds, Site == 13), -1))
S14<-t(select(filter(AllPonds, Site == 14), -1))
S16<-t(select(filter(AllPonds, Site == 16), -1))
S17<-t(select(filter(AllPonds, Site == 17), -1))
S18<-t(select(filter(AllPonds, Site == 18), -1))
S19<-t(select(filter(AllPonds, Site == 19), -1))
S20<-t(select(filter(AllPonds, Site == 20), -1))
S21<-t(select(filter(AllPonds, Site == 21), -1))
S22<-t(select(filter(AllPonds, Site == 22), -1))
S23<-t(select(filter(AllPonds, Site == 23), -1))
S24<-t(select(filter(AllPonds, Site == 24), -1))
S25<-t(select(filter(AllPonds, Site == 25), -1))
S26<-t(select(filter(AllPonds, Site == 26), -1))
S27<-t(select(filter(AllPonds, Site == 27), -1))
S28<-t(select(filter(AllPonds, Site == 28), -1))
```

```{r Unicorn vomit prep, fig.height=6, fig.width=10, message=FALSE, warning=FALSE, cache=TRUE, include=FALSE}
#Make a list of all site dataframes
site.list.all = list(S01=S01,S02=S02,S03=S03,S04=S04,S05=S05,S06=S06,S07=S07,S08=S08,S09=S09,S10=S10,S11=S11,S12=S12,S13=S13,S14=S14,S16=S16,S17=S17,S18=S18,S19=S19,S20=S20,S21=S21,S22=S22,S23=S23,S24=S24,S25=S25,S26=S26,S27=S27,S28=S28)
#Convert everything in list to incidence frequencies
site.list.freq.all = lapply(site.list.all, as.incfreq)
```

```{r Unicorn vomit prep2, fig.height=6, fig.width=10, message=FALSE, warning=FALSE, cache=TRUE, include=FALSE}
out.inc.all<-iNEXT(site.list.freq.all, q=0, datatype="incidence_freq", nboot=999)
beep(sound = 1, expr = NULL)
```

```{r RichDiv, include=FALSE}
#The iNEXT output ("out.inc.all") contains three tables; "AsyEst" has all the data we need
#Saved it as an object and changed it so it would be more readable
RichDiv<-out.inc.all$AsyEst
RichDivT<-subset(RichDiv, select=-c(s.e., LCL, UCL))
RichDivObs<-subset(spread(RichDivT, Diversity, Observed), select=-c(Estimator))
RichDivEst<-subset(spread(RichDivT, Diversity, Estimator), select=-c(Observed))
#Trim down column names so they don't suck
names(RichDivObs)<-c("Site", "RichnessObs", "ShannonObs", "SimpsonObs")
names(RichDivEst)<-c("Site", "RichnessExp", "ShannonExp", "SimpsonExp")
#Collapse sites; have to do funky things to deal with NAs
compress <- function(x) c(na.omit(x), NA)[1]
RichDivObs.1<-aggregate(RichDivObs[2:4], RichDivObs[1], compress)
RichDivEst.1<-subset(aggregate(RichDivEst[2:4], RichDivEst[1], compress), select=-c(Site))
#Merge everybody together
RichDivFinal<-cbind(RichDivObs.1, RichDivEst.1)
#Reorder columns so they make sense
RichDivFinal[,c(1,2,5,3,6,4,7)]
#Make a nice table
Kable<-kable(RichDivFinal, format = "pandoc", full_width=F, caption = 'Table 2. Observed and expected Hill numbers.')
```

```{r Est and Obs Richness, echo=FALSE, fig.height=4, fig.width=10, message=FALSE, warning=FALSE}
RichnessOnly<-filter(RichDiv, Diversity == "Species richness")
colnames(RichnessOnly)[colnames(RichnessOnly)=="LCL"] <- "RichLCL"
colnames(RichnessOnly)[colnames(RichnessOnly)=="UCL"] <- "RichUCL"
colnames(RichnessOnly)[colnames(RichnessOnly)=="Estimator"] <- "Estimated"
RichGath<-gather(RichnessOnly,Richness,value,Observed:Estimated)
# RichSize<- cbind(RichGath, sitesizes$Quadrats)
# colnames(RichSize)[colnames(RichSize)=="sitesizes$Quadrats"] <- "Quadrats"
```

```{r Data rearranging, echo=FALSE, fig.height=4, fig.width=10, message=FALSE, warning=FALSE}
Intervals<-select(slice(RichGath, c(28:54)), c(RichLCL, RichUCL))
RichInts<-cbind(RichDivFinal, Intervals)
RichInts$PercComplete <- RichInts$RichnessObs/RichInts$RichnessExp*100
RichInts$PercCompleteU<- RichInts$RichnessObs/RichInts$RichUCL*100
RichInts$PercCompleteL<- RichInts$RichnessObs/RichInts$RichLCL*100
sitesizes$QuadsArea<- sitesizes$Quadrats/(pi*(sitesizes$Length^2))
sitesizes$Area<-(pi*(sitesizes$Length^2))
```

```{r LM Sampling sufficiency, include=FALSE}
lmRichQuad <- lm(RichInts$PercComplete ~ sitesizes$QuadsArea)
autoplot(lmRichQuad)
aRichQuad<-anova(lmRichQuad)
aRichQuad<- round(aRichQuad,3)
```

```{r Site size and richness, echo=FALSE, message=FALSE, warning=FALSE}
# quaddies<-merge(sitesizes, RichInts, by="Site")
# quaddies$Latitude <- as.numeric(as.character(quaddies$Latitude))
```

```{r Sorensen time, include=FALSE}
sum01<-rowSums(S01)
sum02<-rowSums(S02)
sum03<-rowSums(S03)
sum04<-rowSums(S04)
sum05<-rowSums(S05)
sum06<-rowSums(S06)
sum07<-rowSums(S07)
sum08<-rowSums(S08)
sum09<-rowSums(S09)
sum10<-rowSums(S10)
sum11<-rowSums(S11)
sum12<-rowSums(S12)
sum13<-rowSums(S13)
sum14<-rowSums(S14)
sum16<-rowSums(S16)
sum17<-rowSums(S17)
sum18<-rowSums(S18)
sum19<-rowSums(S19)
sum20<-rowSums(S20)
sum21<-rowSums(S21)
sum22<-rowSums(S22)
sum23<-rowSums(S23)
sum24<-rowSums(S24)
sum25<-rowSums(S25)
sum26<-rowSums(S26)
sum27<-rowSums(S27)
sum28<-rowSums(S28)

summary<-as.data.frame(rbind(sum01, sum02, sum03, sum04, sum05, sum06, sum07, sum08, sum09, sum10, sum11, sum12, sum13, sum14, sum16, sum17, sum18, sum19, sum20, sum21, sum22, sum23, sum24, sum25, sum26, sum27, sum28))
summary[summary > 0] <- 1
rownames(summary)<-c("1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "16", "17", "18", "19", "20", "21", "22", "23", "24", "25", "26", "27", "28")
sumperm<-as.data.frame(summary)
rownames(sumperm)<-c("temp1", "temp2", "perm3", "perm4", "perm5", "perm6", "perm7", "perm8", "perm9", "perm10", "perm11", "perm12", "perm13", "perm14", "temp16", "perm17", "perm18", "temp19", "perm20", "temp21", "perm22", "perm23", "temp24", "temp25", "temp26", "perm27", "temp28")

sumgraz<-as.data.frame(summary)
rownames(sumgraz)<-c("no1", "no2", "no3", "no4", "graz5", "no6", "graz7", "no8", "graz9", "graz10", "no11", "no12", "graz13", "no14", "no16", "graz17", "no18", "no19", "no20", "no21", "no22", "no23", "no24", "no25", "no26", "no27", "no28")


sums<-colSums(summary)

###TO DELETE SINGLETONS
sumsums<-rbind(sums, summary)
#Convert to binary
rownames(sumsums)[1]<-"sum"
#Convert to binary
rownames(sumsums)[1]<-"sum"
sumsums1 <- sumsums[,sums > 1]
sumsums1<-slice(sumsums1, -c(1))
ncol(sumsums[,sums == 1])
#226 singletons!
ncol(sumsums[,sums == 2])
#70 doubletons!
# sumsums2 <- sumsums[,sums > 2]
# speciesfreq<-select(as.data.frame(t(sumsums)), c(1))
# sumsums2<-slice(sumsums1, -c(1))
#0=identical, 1=the most dissimilar
sorensen<-vegdist(sumsums1, method="bray", binary=TRUE, diag=TRUE, upper=FALSE, na.rm = FALSE)
sorensen.m.t<-signif(as.matrix(sorensen), digits=3)

sorensenALL<-vegdist(slice(sumsums, -c(1)), method="bray", binary=TRUE, diag=TRUE, upper=FALSE, na.rm = FALSE)
sorensenAll.m.t<-signif(as.matrix(sorensenALL), digits=3)
```

```{r Distance Matrix, include=FALSE}
sitesizesgeo<-select(sitesizes, c("Site", "Latitude", "Longitude"))
sitesizesgeo.1<-sitesizesgeo[,c(1,3,2)]
sitesizesgeo.2<-sitesizesgeo.1[,c(2,3)]
distance.m<-distm(sitesizesgeo.2)
```
<figure>
<img src="Images/barkcropped.jpg"></figure><br>

## Introduction 

Ecological communities are the result of species’ geographic distribution, dispersal capabilities, speciation, environmental filtering, and stochastic events. By definition stochasticic events are random colonization and extinction events that ultimately cause ecological drift. Deterministic processes are non-random environmental processes like environmental filtering, biotic interactions, and niche partitioning. Wetlands isolated in uplands may act as islands, so predictions about stochasticity made by the Theory of Island Biogeography may apply. The following predictions will be tested throughout the Eastern Highland Rim ecoregion:

1. Wetland size will positively correlate with species richness.

2. The distance between wetlands will negatively correlate with the similarity of their plant communities.

3. Differences in plant communities will not significantly differ from a randomly-generated null model. 

------

## Methods 

### Data Collection

Plots were sampled at 27 independent sites throughout a subset of the Eastern Highland Rim ecoregion (delineated in yellow below). Note that some sites were in close proximity, sometimes as close together as 200m apart.
```{r Static map prep, message=FALSE, warning=FALSE, include=FALSE}
EHRa <- readOGR("MappyBits/a.kml")
EHRb <- readOGR("MappyBits/b.kml")
EHRc <- readOGR("MappyBits/c.kml")
EHRd <- readOGR("MappyBits/d.kml")
EHRe <- readOGR("MappyBits/e.kml")
EHRf <- readOGR("MappyBits/f.kml")
EHRg <- readOGR("MappyBits/g.kml")
EHRh <- readOGR("MappyBits/h.kml")
EHRi <- readOGR("MappyBits/i.kml")
EHRj <- readOGR("MappyBits/j.kml")
EHRk <- readOGR("MappyBits/k.kml")
EHRl <- readOGR("MappyBits/l.kml")

outline_pointsa <- EHRa@polygons[[1]]@Polygons[[1]]@coords
colnames(outline_pointsa) <- c("X","Y")
outlinea <- Polygon(outline_pointsa)
sp_outlinea <- Polygons(list(outlinea),1)
outline_polya <- SpatialPolygons(list(sp_outlinea))
proj4string(outline_polya) <- CRS("+proj=longlat +datum=WGS84 +ellps=WGS84")

outline_pointsb <- EHRb@polygons[[1]]@Polygons[[1]]@coords
colnames(outline_pointsb) <- c("X","Y")
outlineb <- Polygon(outline_pointsb)
sp_outlineb <- Polygons(list(outlineb),1)
outline_polyb <- SpatialPolygons(list(sp_outlineb))
proj4string(outline_polyb) <- CRS("+proj=longlat +datum=WGS84 +ellps=WGS84")

outline_pointsc <- EHRc@polygons[[1]]@Polygons[[1]]@coords
colnames(outline_pointsc) <- c("X","Y")
outlinec <- Polygon(outline_pointsc)
sp_outlinec <- Polygons(list(outlinec),1)
outline_polyc <- SpatialPolygons(list(sp_outlinec))
proj4string(outline_polyc) <- CRS("+proj=longlat +datum=WGS84 +ellps=WGS84")

outline_pointsd <- EHRd@polygons[[1]]@Polygons[[1]]@coords
colnames(outline_pointsd) <- c("X","Y")
outlined <- Polygon(outline_pointsd)
sp_outlined <- Polygons(list(outlined),1)
outline_polyd <- SpatialPolygons(list(sp_outlined))
proj4string(outline_polyd) <- CRS("+proj=longlat +datum=WGS84 +ellps=WGS84")

outline_pointse <- EHRe@polygons[[1]]@Polygons[[1]]@coords
colnames(outline_pointse) <- c("X","Y")
outlinee <- Polygon(outline_pointse)
sp_outlinee <- Polygons(list(outlinee),1)
outline_polye <- SpatialPolygons(list(sp_outlinee))
proj4string(outline_polye) <- CRS("+proj=longlat +datum=WGS84 +ellps=WGS84")

outline_pointsf <- EHRf@polygons[[1]]@Polygons[[1]]@coords
colnames(outline_pointsf) <- c("X","Y")
outlinef <- Polygon(outline_pointsf)
sp_outlinef <- Polygons(list(outlinef),1)
outline_polyf <- SpatialPolygons(list(sp_outlinef))
proj4string(outline_polyf) <- CRS("+proj=longlat +datum=WGS84 +ellps=WGS84")

outline_pointsg <- EHRg@polygons[[1]]@Polygons[[1]]@coords
colnames(outline_pointsg) <- c("X","Y")
outlineg <- Polygon(outline_pointsg)
sp_outlineg <- Polygons(list(outlineg),1)
outline_polyg <- SpatialPolygons(list(sp_outlineg))
proj4string(outline_polyg) <- CRS("+proj=longlat +datum=WGS84 +ellps=WGS84")

outline_pointsh <- EHRh@polygons[[1]]@Polygons[[1]]@coords
colnames(outline_pointsh) <- c("X","Y")
outlineh <- Polygon(outline_pointsh)
sp_outlineh <- Polygons(list(outlineh),1)
outline_polyh <- SpatialPolygons(list(sp_outlineh))
proj4string(outline_polyh) <- CRS("+proj=longlat +datum=WGS84 +ellps=WGS84")

outline_pointsi <- EHRi@polygons[[1]]@Polygons[[1]]@coords
colnames(outline_pointsi) <- c("X","Y")
outlinei <- Polygon(outline_pointsi)
sp_outlinei <- Polygons(list(outlinei),1)
outline_polyi <- SpatialPolygons(list(sp_outlinei))
proj4string(outline_polyi) <- CRS("+proj=longlat +datum=WGS84 +ellps=WGS84")

outline_pointsj <- EHRj@polygons[[1]]@Polygons[[1]]@coords
colnames(outline_pointsj) <- c("X","Y")
outlinej <- Polygon(outline_pointsj)
sp_outlinej <- Polygons(list(outlinej),1)
outline_polyj <- SpatialPolygons(list(sp_outlinej))
proj4string(outline_polyj) <- CRS("+proj=longlat +datum=WGS84 +ellps=WGS84")

outline_pointsk <- EHRk@polygons[[1]]@Polygons[[1]]@coords
colnames(outline_pointsk) <- c("X","Y")
outlinek <- Polygon(outline_pointsk)
sp_outlinek <- Polygons(list(outlinek),1)
outline_polyk <- SpatialPolygons(list(sp_outlinek))
proj4string(outline_polyk) <- CRS("+proj=longlat +datum=WGS84 +ellps=WGS84")

outline_pointsl <- EHRl@polygons[[1]]@Polygons[[1]]@coords
colnames(outline_pointsl) <- c("X","Y")
outlinel <- Polygon(outline_pointsl)
sp_outlinel <- Polygons(list(outlinel),1)
outline_polyl <- SpatialPolygons(list(sp_outlinel))
proj4string(outline_polyl) <- CRS("+proj=longlat +datum=WGS84 +ellps=WGS84")
```
```{r Static map, echo=FALSE, message=FALSE, warning=FALSE, fig.height=6}
state <- map_data("state")
county <- map_data("county")


tn <- county %>% 
  filter(region=="tennessee")
ky <- county %>% 
  filter(region=="kentucky")
al <- county %>% 
  filter(region=="alabama")


ggplot() +  
  geom_polygon(data = state, aes(x=long, y = lat, group = group),
                        fill = "white", color="black") +
  geom_polygon(data = tn, aes(x=long, y = lat, group = group),
                        fill = "white", color="black") +
  geom_polygon(data = ky, aes(x=long, y = lat, group = group),
                        fill = "white", color="black") +
  geom_polygon(data = al, aes(x=long, y = lat, group = group),
                        fill = "white", color="black") +
  geom_polygon(data=outline_polya, aes(x=outline_polya@polygons[[1]]@Polygons[[1]]@coords[,1],
                                      y=outline_polya@polygons[[1]]@Polygons[[1]]@coords[,2]),
               alpha = .8, fill="orange") +
  geom_polygon(data=outline_polyb, aes(x=outline_polyb@polygons[[1]]@Polygons[[1]]@coords[,1],
                                      y=outline_polyb@polygons[[1]]@Polygons[[1]]@coords[,2]),
               alpha = .8, fill="orange") +
  geom_polygon(data=outline_polyc, aes(x=outline_polyc@polygons[[1]]@Polygons[[1]]@coords[,1],
                                      y=outline_polyc@polygons[[1]]@Polygons[[1]]@coords[,2]),
               alpha = .8, fill="orange") +
  geom_polygon(data=outline_polyd, aes(x=outline_polyd@polygons[[1]]@Polygons[[1]]@coords[,1],
                                      y=outline_polyd@polygons[[1]]@Polygons[[1]]@coords[,2]),
               alpha = .8, fill="orange") +
  geom_polygon(data=outline_polye, aes(x=outline_polye@polygons[[1]]@Polygons[[1]]@coords[,1],
                                      y=outline_polye@polygons[[1]]@Polygons[[1]]@coords[,2]),
               alpha = .8, fill="orange") +
  geom_polygon(data=outline_polyf, aes(x=outline_polyf@polygons[[1]]@Polygons[[1]]@coords[,1],
                                      y=outline_polyf@polygons[[1]]@Polygons[[1]]@coords[,2]),
               alpha = .8, fill="orange") +
  geom_polygon(data=outline_polyg, aes(x=outline_polyg@polygons[[1]]@Polygons[[1]]@coords[,1],
                                      y=outline_polyg@polygons[[1]]@Polygons[[1]]@coords[,2]),
               alpha = .8, fill="orange") +
  geom_polygon(data=outline_polyh, aes(x=outline_polyh@polygons[[1]]@Polygons[[1]]@coords[,1],
                                      y=outline_polyh@polygons[[1]]@Polygons[[1]]@coords[,2]),
               alpha = .8, fill="orange") +
  geom_polygon(data=outline_polyi, aes(x=outline_polyi@polygons[[1]]@Polygons[[1]]@coords[,1],
                                      y=outline_polyi@polygons[[1]]@Polygons[[1]]@coords[,2]),
               alpha = .8, fill="orange") +
  geom_polygon(data=outline_polyj, aes(x=outline_polyj@polygons[[1]]@Polygons[[1]]@coords[,1],
                                      y=outline_polyj@polygons[[1]]@Polygons[[1]]@coords[,2]),
               alpha = .8, fill="orange") +
  geom_polygon(data=outline_polyk, aes(x=outline_polyk@polygons[[1]]@Polygons[[1]]@coords[,1],
                                      y=outline_polyk@polygons[[1]]@Polygons[[1]]@coords[,2]),
               alpha = .8, fill="orange") +
  geom_polygon(data=outline_polyl, aes(x=outline_polyl@polygons[[1]]@Polygons[[1]]@coords[,1],
                                      y=outline_polyl@polygons[[1]]@Polygons[[1]]@coords[,2]),
               alpha = .8, fill="orange") +
  geom_point(data = site_points, aes(x=Longitude,y=Latitude), color="black") +
  coord_fixed(xlim = c(-90.5, -82),  ylim = c(34.5, 37.6), ratio = 1.2) +
  xlab("Longitude") + ylab("Latitude") + ggtitle("Eastern Highland Rim Subset (gold polygon) and Study Sites")
```

Data was collected for plots using 1 m^2 quadrats, of which there were 1031 total. With a few exceptions, all vascular plant species within each quadrat were identified to the species level. Variables were measured at each site; these include water permanence, early season water depth, late season water depth, water depth change, site area, and land use (grazing).

<br><figure>
<img src="Images/QuadratCropped.jpg"></figure><br>

### Data Configuration

Nearly all statistical packages require the data to be in a presence-absence form, typically as matrix with Site as a column so subsamples can be organized accordingly. Rows are named using quadrat codes (plot, transect, quadrat).

```{r Kable 1, echo=FALSE}
AllPondsTrimmed<-select(AllPonds, c(1:7))
kable(AllPondsTrimmed[1:5, ], format = "pandoc", full_width=F, caption = 'Table 1. Sample of data in presence-absence format.')
```

### R Libraries Used

**Analyses**<br>
-iNEXT, vegan, mclust, MuMIn, lme4

**Display/Data Wrangling**<br>
-ggplot2, dplyr, tidyr, reshape, knitr, kableExtra, ggfortify, ggpubr, colordistance, otuSummary, stringi, stringr, ggextra, gridextra

**Mapping**<br>
-geosphere, rgdal, ggmap

**Awesomeness**<br>
-beepr, wesanderson

------

## Richness

```{r Est and Obs Richness Plot, echo=FALSE, fig.height=4, fig.width=10, message=FALSE, warning=FALSE}
ggplot(RichGath, aes(x=Site, y=value, color=Richness)) +
  geom_hline(yintercept = mean(RichInts$RichnessObs), color="black")+
  geom_hline(yintercept = mean(RichInts$RichnessExp), color="darkgrey")+
  scale_color_manual(values=c("darkgrey", "black"))+
  geom_point(size=2)+
  geom_errorbar(aes(ymin=RichLCL, ymax=RichUCL), width=.3, color="darkgrey") +
  ylab("Species Richness")+
  coord_cartesian(ylim = c(0, 250))+
  theme(axis.title=element_text(size=14), plot.title = element_text(size=14))+ theme_bw()+ theme(legend.position=c(0.025,.9), legend.justification=c(0,1))
```

Sites had widely varying observed total richness. 

### Extrapolation of Richness

The use of extrapolated species accumulation curves can tell us how many species are likely to be at the site based on how many were found in accumulating subsamples. 

```{r Unicorn vomit, echo=FALSE, fig.height=6, fig.width=10, message=FALSE, warning=FALSE, cache=TRUE}
ggiNEXT(out.inc.all, type=1, color.var="site") + 
  theme_bw(base_size = 18) +
  ylab("Species Richness") +
  xlab("Number of Quadrats") +
  ggtitle("Interpolated and extrapolated richness") +
  labs(caption="B=10000.")
```

These curves illustrate not only *where* the flattening point (expected richness) occurs, but also *how quickly*. Examining a curve can allow someone to estimate how many more samples would be needed to reach that point, however if doing so samples a larger area then the curve may never flatten. 

### Sampling Effort

Sampling effort (# quadrats/area sampled) did not affect percent estimated sampling completion.

```{r Sampling sufficiency, echo=FALSE, fig.height=6, fig.width=10}
ggplot(RichInts, aes(x=sitesizes$QuadsArea, y=PercComplete, color="black")) +
  geom_smooth(method="lm", color="black")+
  geom_text(label=RichInts$Site, color="black", size=3)+
  ylab("Estimated % Species Sampled")+
  xlab(expression(Quadrats~Sampled/Site~Area~(m^2)))+
  ggtitle("Estimated sampling completion does not increase with sampling effort")+
  coord_cartesian(ylim = c(0, 100))+
  theme(axis.title=element_text(size=14), plot.title = element_text(size=14))
```

There is no relationship between sampling effort and completion percentage (F= `r aRichQuad[1,4]`, p=`r aRichQuad[1,5]`). 

```{r Model selection prep, include=FALSE}
RichSites<-cbind(sitesizes, RichInts)
RichSites.t <- RichSites[ -c(1) ]
```

### Model Selection

A negative binomial generalized linear models was used because the response variable (richness) is count data and cannot be negative. Models were made to determine which combinations of variables best explained differences in site richness.

```{r Model Selection, echo=FALSE, message=FALSE, warning=FALSE}
model1<-glm(RichnessObs~Permanence*StartDepth*DepthChange+Grazing+Area, family= poisson(link=log), data= RichSites.t)
#Model1 without StartDepth
model2<-glm(RichnessObs~Permanence*DepthChange+Grazing+Area, family= poisson(link=log), data= RichSites.t)
#Model1 without DepthChange
model3<-glm(RichnessObs~Permanence*StartDepth+Grazing+Area, family= poisson(link=log), data= RichSites.t)
#Model1 without Permanence
model4<-glm(RichnessObs~StartDepth*DepthChange+Grazing+Area, family= poisson(link=log), data= RichSites.t)
#Model4 without interactions
model5<-glm(RichnessObs~Permanence+StartDepth+DepthChange+Grazing+Area, family= poisson(link=log), data= RichSites.t)
#Model4 without grazing
model6<-glm(RichnessObs~Permanence*StartDepth*DepthChange+Area, family= poisson(link=log), data= RichSites.t)
#Model4 without Area
model7<-glm(RichnessObs~Permanence*StartDepth*DepthChange+Grazing, family= poisson(link=log), data= RichSites.t)
#Model4 without Grazing or Area
model8<-glm(RichnessObs~Permanence*StartDepth*DepthChange, family= poisson(link=log), data= RichSites.t, na.action = "na.fail")
#model8 without threeway
model9<-glm(RichnessObs~Permanence*StartDepth+StartDepth*DepthChange+DepthChange*Permanence, family= poisson(link=log), data=RichSites.t)

out.putall<-model.sel(model1, model2, model3, model4, model5, model6, model7, model8, model9) 
sel.tablexa<-as.data.frame(out.putall)[11:15]
sel.tablexa[,2:4]<- round(sel.tablexa[,2:4],2)
sel.tablexa[,5]<- round(sel.tablexa[,5],3)
names(sel.tablexa)[1] = "K"
sel.tablexa$Model<-rownames(sel.tablexa)

#8,7,6,4,2,3,5
sel.tablexa$Model<-c("Perm * StrtDpth * DpthChng","Perm * StrtDpth * DpthChng + Grzng","Perm * StrtDpth * DpthChng + Area", "Perm * StrtDpth * DpthChng + Grzng + Area", "Perm * StrtDpth + StrtDpth * DpthChnge + DpthChng * Perm", "StrtDpth * DpthChng + Grzng + Area","Perm * DpthChng + Grzng + Area","Perm * StrtDpth + Grzng + Area","Perm + StrtDpth + DpthChng + Grzng + Area")
sel.table2xa<-sel.tablexa[,c(6,1,2,3,4,5)]
kable(sel.table2xa, caption="Comparison of models.", format = "html", table.attr = "style='width:100%;'")
```

<br>The fully crossed model of permanence, early season water depth, and depth change had the most explanatory power, but it contains many interaction terms and should be trimmed down if possible. 

<figure>
<img src="Images/edaphiccropped.jpg"></figure><br>

Model 8 was dredged, but the markdown failed to knit when this was included. A screenshot of the resulting table was included instead. Variables are abbreviated as follows:

dc= depth change
p= water permanence
sd= early season water depth

<figure>
<img src="Images/dredgey.png"></figure><br>


<br>The fully crossed model of permanence, early season water depth, and depth change still had the most explanatory power. This includes a three way interaction, which will make interpretation difficult but *it is biologically relevant* so it should be included.

------

## Beta Diversity

<figure>
<img src="Images/Goosecropped.jpg"></figure><br>

Beta diversity is a measure of compositional similarity ranging from 0 (sites have the same composition) to 1 (no species overlap between sites). There are multiple ways to measure beta diversity; I used Sorensen's Dissimilarity Index because I had binary presence-absence data. Beta diversity is calculated as pairwise comparisons, meaning that the output is in matrix-form. This makes it difficult to interpret as-is. Wes Anderson's sweet colors can help, however.

```{r Heatmap, echo=FALSE, fig.height=6, fig.width=10, message=FALSE, warning=FALSE}
heatmapColorDistance(sorensenAll.m.t, main = NULL,
  colorRampPalette(c(wes_palette("Zissou1", c(3))))(299), margins = c(5, 5))
```

### Geographic Distance

```{r Mantel, include=FALSE}
mantel(sorensen.m.t, distance.m, method="spearman", permutations = 9999)
```
One popular prediction of the Theory of Island Biogeography (and others) is that it is easier for individuals to disperse shorter distances and this results in close sites being more similar than ones far apart. We will test this using a Mantel test, which will test the correlation between the beta diversity matrix above and a geographic distance matrix. I had the test use Spearman's rank correlation, which is the nonparametric version of the test because the data aren't normal. This test found that geographic distance and species similarity are not correlated (r~m~= 0.753,p= 0.139).

```{r Cluster Analyses, eval=FALSE, include=FALSE}
BIC<-mclustBIC(sorensenAll.m.t)
plot(BIC)
cluster<-(hclust(sorensenALL))
grp<-cutree(cluster, k=5)
```

```{r Dendrogram with clusters, eval=FALSE, include=FALSE}
plot(cluster, cex = 0.6, xlab = "Plot Clusters, Singletons and Doubletons Included")
rect.hclust(cluster, k = 5, border = "black")

```

```{r Subcluster attempts, eval=FALSE, message=FALSE, warning=FALSE, include=FALSE}
# cluster1<-(select(filter(AllPonds, grepl('22|27|24|6|14', Site)), -1))
# cluster2<-(select(filter(AllPonds, grepl('10|7|5|9', Site)), -1))
# cluster3<-(select(filter(AllPonds, grepl('13|17|25|26', Site)), -1))
# cluster4<-(select(filter(AllPonds, grepl('1|2|16|20|21', Site)), -1))
# cluster5<-(select(filter(AllPonds, grepl('8|18|23|18|3|4|11|12', Site)), -1))
# 
# cluster1$sum<-rowSums(cluster1)
# cluster1.0<-select(filter(cluster1, sum > 0), -417)
# cluster2$sum<-rowSums(cluster2)
# cluster2.0<-select(filter(cluster2, sum > 0), -417)
# cluster3$sum<-rowSums(cluster3)
# cluster3.0<-select(filter(cluster3, sum > 0), -417)
# cluster4$sum<-rowSums(cluster4)
# cluster4.0<-select(filter(cluster4, sum > 0), -417)
# cluster5$sum<-rowSums(cluster5)
# cluster5.0<-select(filter(cluster5, sum > 0), -417)
# 
# sorensenc1<-vegdist(cluster1.0, method="bray", binary=TRUE, diag=TRUE, upper=FALSE, na.rm = FALSE)
# sorensenc1.m.t<-as.matrix(sorensenc1)
# 
# sorensenc2<-vegdist(cluster2.0, method="bray", binary=TRUE, diag=TRUE, upper=FALSE, na.rm = FALSE)
# sorensenc2.m.t<-as.matrix(sorensenc2)
# 
# sorensenc3<-vegdist(cluster3.0, method="bray", binary=TRUE, diag=TRUE, upper=FALSE, na.rm = FALSE)
# sorensenc3.m.t<-as.matrix(sorensenc3)
# 
# sorensenc4<-vegdist(cluster4.0, method="bray", binary=TRUE, diag=TRUE, upper=FALSE, na.rm = FALSE)
# sorensenc4.m.t<-as.matrix(sorensenc4)
# 
# sorensenc5<-vegdist(cluster5.0, method="bray", binary=TRUE, diag=TRUE, upper=FALSE, na.rm = FALSE)
# sorensenc5.m.t<-as.matrix(sorensenc5)
# 
# BIC1<-mclustBIC(sorensenc1.m.t)
# BIC2<-mclustBIC(sorensenc2.m.t)
# BIC3<-mclustBIC(sorensenc3.m.t)
# BIC4<-mclustBIC(sorensenc4.m.t)
# BIC5<-mclustBIC(sorensenc5.m.t)
# plot(BIC2)
# 
# rda1<-rda(cluster5.0)
# biplot(rda1,
#        display=c("sites", "species"),
#        type=c("text", "points"))
```

### Site Variables

A PerMANOVA (Permutational Multivariate Analysis Of Variance) is a nonparametric test that can be used to detect whether the measured variables significantly influence beta diversity. The syntax of this is similar to a GLM, though instead of a response variable you use a response matrix. 

```{r PerMANOVA, echo=FALSE}
sumsumsx<-slice(sumsums, -c(1))

sumsumsvars<-cbind(sumsumsx, sitesizes$Permanence, sitesizes$EndDepth, sitesizes$StartDepth, sitesizes$DepthChange, sitesizes$Grazing, sitesizes$Area, sitesizes$Site)
colnames(sumsumsvars)[colnames(sumsumsvars)=="sitesizes$Permanence"] <- "Permanence"
colnames(sumsumsvars)[colnames(sumsumsvars)=="sitesizes$EndDepth"] <- "EndDepth"
colnames(sumsumsvars)[colnames(sumsumsvars)=="sitesizes$StartDepth"] <- "StartDepth"
colnames(sumsumsvars)[colnames(sumsumsvars)=="sitesizes$DepthChange"] <- "DepthChange"
colnames(sumsumsvars)[colnames(sumsumsvars)=="sitesizes$Grazing"] <- "Grazing"
colnames(sumsumsvars)[colnames(sumsumsvars)=="sitesizes$Area"] <- "Area"
colnames(sumsumsvars)[colnames(sumsumsvars)=="sitesizes$Site"] <- "Site"

addy1<-adonis(sumsumsvars[,1:416]~Permanence*StartDepth*DepthChange+Grazing+Area, data=sumsumsvars, method="bray", binary=TRUE, permutations=9999)

addy2<-as.data.frame(cbind(addy1$aov.tab))
addy2<-round(addy2, 3)
kable(addy2, caption="Effect of variables on beta diversity. B=9999. The sum r^2 of the variables accounted for by the model is 0.459. ", format = "html", table.attr = "style='width:100%;'")
```
<br>
It is difficult to visualize the trends from the PerMANOVA results alone, so they were each plotted by variable. An OLS regression line was added to continuous variables to get a feel for the general trend, but remember: these are not linear relationships! 

The coloration of the points corresponds to their corresponding Raup-Crick value. This value is the permutated probability that the beta diversity was the result of deterministic (non-random) processes. 
<br>
```{r Split sumsums by var, include=FALSE}
enviro.vars<-cbind(sumsumsvars[,417:423])

sumsperm<-colSums(sumperm)
sumsgraz<-colSums(sumgraz)

sumsumsperm<-rbind(sumsperm, sumperm)
sumsumsgraz<-rbind(sumsgraz, sumgraz)

soreyperm<-vegdist(slice(sumsumsperm, -c(1)), method="bray", binary=TRUE, diag=TRUE, upper=FALSE, na.rm = FALSE)
soreyperm.mtx<-as.matrix(soreyperm)
rownames(soreyperm.mtx)<-c("temp1", "temp2", "perm3", "perm4", "perm5", "perm6", "perm7", "perm8", "perm9", "perm10", "perm11", "perm12", "perm13", "perm14", "temp16", "perm17", "perm18", "temp19", "perm20", "temp21", "perm22", "perm23", "temp24", "temp25", "temp26", "perm27", "temp28")
colnames(soreyperm.mtx)<-c("temp1", "temp2", "perm3", "perm4", "perm5", "perm6", "perm7", "perm8", "perm9", "perm10", "perm11", "perm12", "perm13", "perm14", "temp16", "perm17", "perm18", "temp19", "perm20", "temp21", "perm22", "perm23", "temp24", "temp25", "temp26", "perm27", "temp28")


soreygraz<-vegdist(slice(sumsumsgraz, -c(1)), method="bray", binary=TRUE, diag=TRUE, upper=FALSE, na.rm = FALSE)
soreygraz.mtx<-as.matrix(soreygraz)
rownames(soreygraz.mtx)<-c("no1", "no2", "no3", "no4", "graz5", "no6", "graz7", "no8", "graz9", "graz10", "no11", "no12", "graz13", "no14", "no16", "graz17", "no18", "no19", "no20", "no21", "no22", "no23", "no24", "no25", "no26", "no27", "no28")
colnames(soreygraz.mtx)<-c("no1", "no2", "no3", "no4", "graz5", "no6", "graz7", "no8", "graz9", "graz10", "no11", "no12", "graz13", "no14", "no16", "graz17", "no18", "no19", "no20", "no21", "no22", "no23", "no24", "no25", "no26", "no27", "no28")

soreyperm.m<-matrixConvert(soreyperm.mtx, colname = c("siteAA", "siteBB", "sorensen"))

#remove site numbers and concatenate into treatment combos
permsiteAA<-unlist(stri_extract_all_regex(soreyperm.m$siteAA, "[a-z]+"))
permsiteBB<-unlist(stri_extract_all_regex(soreyperm.m$siteBB, "[a-z]+"))
soreyperm.m$perm <- paste(permsiteAA,permsiteBB)
soreyperm.m$perm<-str_replace(soreyperm.m$perm, "temp perm", "perm temp")
#make final variable names for plots
soreyperm.m$perm<-str_replace(soreyperm.m$perm, "perm temp", "p/t")
soreyperm.m$perm<-str_replace(soreyperm.m$perm, "temp temp", "t/t")
soreyperm.m$perm<-str_replace(soreyperm.m$perm, "perm perm", "p/p")

# permperm.r<-filter(raupyperm.m, perm == "perm perm")
# permtemp.r<-filter(raupyperm.m, perm == "perm temp")
# temptemp.r<-filter(raupyperm.m, perm == "temp temp")

soreygraz.m<-matrixConvert(soreygraz.mtx, colname = c("siteAA", "siteBB", "sorensen"))

grazsiteAA<-unlist(stri_extract_all_regex(soreygraz.m$siteAA, "[a-z]+"))
grazsiteBB<-unlist(stri_extract_all_regex(soreygraz.m$siteBB, "[a-z]+"))
soreygraz.m$graz <- paste(grazsiteAA,grazsiteBB)
soreygraz.m$graz<-str_replace(soreygraz.m$graz, "no graz", "graz no")

soreygraz.m$graz<-str_replace(soreygraz.m$graz, "graz no", "+/-")
soreygraz.m$graz<-str_replace(soreygraz.m$graz, "graz graz", "+/+")
soreygraz.m$graz<-str_replace(soreygraz.m$graz, "no no", "-/-")

vaaastartdepth<-as.matrix(dist(enviro.vars$StartDepth))
vaaadepthchange<-as.matrix(dist(enviro.vars$DepthChange))
vaaaarea<-as.matrix(dist(enviro.vars$Area))

startdepth.m<-matrixConvert(vaaastartdepth, colname = c("siteA", "siteB", "startdepth"))
depthchange.m<-matrixConvert(vaaadepthchange, colname = c("siteA", "siteB", "depthchange"))
area.m<-matrixConvert(vaaaarea, colname = c("siteA", "siteB", "area"))

allsorey<-as.data.frame(cbind(soreygraz.m$sorensen, soreygraz.m$graz, soreyperm.m$perm, startdepth.m$startdepth, depthchange.m$depthchange, area.m$area))
names(allsorey)<-c("sorensen", "graz", "perm", "startdepth", "depthchange", "area")
```

```{r Raupy yee haw, include=FALSE}
raupyvegan<-raupcrick(summary)

raupyperm<-raupcrick(sumperm)
raupyperm.m<-matrixConvert(raupyperm, colname = c("siteA", "siteB", "raupcrick"))

#remove site numbers and concatenate into treatment combos
permsiteA<-unlist(stri_extract_all_regex(raupyperm.m$siteA, "[a-z]+"))
permsiteB<-unlist(stri_extract_all_regex(raupyperm.m$siteB, "[a-z]+"))
raupyperm.m$perm <- paste(permsiteA,permsiteB)
raupyperm.m$perm<-str_replace(raupyperm.m$perm, "temp perm", "perm temp")
#make final variable names for plots
raupyperm.m$perm<-str_replace(raupyperm.m$perm, "perm temp", "p/t")
raupyperm.m$perm<-str_replace(raupyperm.m$perm, "temp temp", "t/t")
raupyperm.m$perm<-str_replace(raupyperm.m$perm, "perm perm", "p/p")


# permperm.r<-filter(raupyperm.m, perm == "perm perm")
# permtemp.r<-filter(raupyperm.m, perm == "perm temp")
# temptemp.r<-filter(raupyperm.m, perm == "temp temp")

raupygraz<-raupcrick(sumgraz)
raupygraz.m<-matrixConvert(raupygraz, colname = c("siteA", "siteB", "raupcrick"))

grazsiteA<-unlist(stri_extract_all_regex(raupygraz.m$siteA, "[a-z]+"))
grazsiteB<-unlist(stri_extract_all_regex(raupygraz.m$siteB, "[a-z]+"))
raupygraz.m$graz <- paste(grazsiteA,grazsiteB)
raupygraz.m$graz<-str_replace(raupygraz.m$graz, "no graz", "graz no")

raupygraz.m$graz<-str_replace(raupygraz.m$graz, "graz no", "+/-")
raupygraz.m$graz<-str_replace(raupygraz.m$graz, "graz graz", "+/+")
raupygraz.m$graz<-str_replace(raupygraz.m$graz, "no no", "-/-")

allraupy<-as.data.frame(cbind(raupygraz.m$raupcrick, raupygraz.m$graz, raupyperm.m$perm, startdepth.m$startdepth, depthchange.m$depthchange, area.m$area))
names(allraupy)<-c("raupcrick", "graz", "perm", "startdepth", "depthchange", "area")

allraupy$raupcrick <- as.numeric(as.character(allraupy$raupcrick))
allraupy$area <- as.numeric(as.character(allraupy$area))
allraupy$startdepth <- as.numeric(as.character(allraupy$startdepth))
allraupy$depthchange <- as.numeric(as.character(allraupy$depthchange))

allsorey$sorensen <- as.numeric(as.character(allsorey$sorensen))
allsorey$area <- as.numeric(as.character(allsorey$area))
allsorey$startdepth <- as.numeric(as.character(allsorey$startdepth))
allsorey$depthchange <- as.numeric(as.character(allsorey$depthchange))
```

```{r Bruce SOREY plots, echo=FALSE}
pal <- wes_palette("Zissou1", 21, type = "continuous")

ggperm2<-ggplot(data=allsorey, aes(x=perm, y=sorensen,color=allraupy$raupcrick)) +
  geom_jitter(width = 0.3, height = 0.0,alpha = 0.5)+
  labs(x="Permanence", y = "Sorensen Index")+
  geom_boxplot(alpha = 0.0)+
  theme_bw()+
  scale_color_gradientn(colours = pal)+
  labs(color = "Raup Crick")+ 
  theme(legend.position = c(1.4, 0.5))

gggraz2<-ggplot(data=allsorey, aes(x=graz, y=sorensen, color=allraupy$raupcrick)) +
  geom_jitter(width = 0.3, height = 0.0,alpha = 0.5)+
  labs(x="Grazing", y = "Sorensen Index")+
  geom_boxplot(alpha = 0.0)+
  theme_bw()+
  scale_color_gradientn(colours = pal)+ 
  theme(legend.position="none")

ggarea2<-ggplot(allsorey, aes(x=area, y=sorensen, color=allraupy$raupcrick)) +
  geom_point(alpha = 0.5)+
  geom_smooth(method=lm, colour="black")+
  scale_color_gradientn(colours = pal)+
  theme_bw()+
  ylab("Sorensen Index")+
  xlab(expression(Site~Area~(m^2)))+ 
  labs(color = "Raup Crick")+ 
  theme(legend.position="none")

ggsd2<-ggplot(allsorey, aes(x=startdepth, y=sorensen, color=allraupy$raupcrick)) +
  geom_point(alpha = 0.5)+
  geom_smooth(method=lm, colour="black")+
  scale_color_gradientn(colours = pal)+
  theme_bw()+
  ylab("Sorensen Index")+
  xlab("Early Season Water Depth (m)")+ 
  labs(color = "Raup Crick")+ 
  theme(legend.position="none", axis.title.y=element_blank())

ggdc2<-ggplot(allsorey, aes(x=depthchange, y=sorensen, color=allraupy$raupcrick))+
  geom_point(alpha = 0.5)+
  geom_smooth(method=lm, colour="black")+
  scale_color_gradientn(colours = pal)+
  theme_bw()+
  ylab("Sorensen Index")+
  xlab("Water Depth Change (m)")+ 
  labs(color = "Raup Crick")+ 
  theme(legend.position="none", axis.title.y=element_blank())

gritty<-grid.arrange(ggarea2, ggdc2, ggsd2, gggraz2, ggperm2, nrow = 2)
# ggsave(file="grotty.png", gritty)
```

------

## Takeaways

1. Area was a poor predictor of richness after accounting for other variables. Hydrological variables were much better predictors of richness. 

2. Distance between sites did not significantly correlate with community similarity between sites. 

3. Community similarity was significantly affected by water permanence, water depth change, and grazing. 

4. Stochasticity is dependent on site conditions. Sites that are small, shallow, grazed, and/or experience large seasonal changes in water depth express a larger stochastic signal.




